Production-ready MCP servers for web search, code review, and document processing. Install with uvx or pip, pay per use.
What are MCP Servers?
The Model Context Protocol (MCP) is an open standard that lets AI agents use external tools through a unified interface. Think of it as USB-C for AI — one protocol connects any AI client (Claude Desktop, Cursor, VS Code with Cline) to any tool or data source.
I built three production-ready MCP servers and published them to PyPI and GitHub. Here's what they do and how to use them.
1. Web Search MCP Server
uvx crewai-web-search-mcp
The Model Context Protocol (MCP) is an open standard for connecting AI hosts (Claude, ChatGPT,...
The Model Context Protocol (MCP) is how AI agents talk to tools. Claude Code, Cursor, Windsurf — they...
The case for MCPs as personal agents
A practical walkthrough of shipping an MCP server for a web analytics SaaS, the patterns that worked, and what surprised me.
The Model Context Protocol has gone from a niche Anthropic project to industry-standard...
I have been using Claude Desktop, Cursor, and Cline for months. The Model Context Protocol (MCP) is...
